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首页> 外文期刊>Engenharia Agrícola >A MEASUREMENT SYSTEM BASED ON LiDAR TECHNOLOGY TO CHARACTERIZE THE CANOPY OF SUGARCANE PLANTS
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A MEASUREMENT SYSTEM BASED ON LiDAR TECHNOLOGY TO CHARACTERIZE THE CANOPY OF SUGARCANE PLANTS

机译:基于激光雷达技术的蔗糖冠层特征测量系统

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摘要

Laser sensor applications associated with LiDAR (Light Detection and Ranging) technology on platforms allow the evaluation of crop and forest biomass in a non-invasive way. This study presents the development of a measurement system based on LiDAR technology aimed at the proposed assessment of the height of sugarcane plants during the pre-harvest period. A laser sensor, a GNSS (Global Navigation Satellite System) receiver, and an inertial unit compose the measurement system. The equipment was integrated with a computer for data acquisition and installed on an agricultural tractor platform. The GNSS receiver with a real-time kinematic signal was synchronized to the laser sensor to obtain the point cloud and to the inertial unit to evaluate the intensity of the vibration from platform oscillation. Data acquisition was carried about 10 days before sugarcane harvest. The developed steps of acquisition and data processing enabled the generation of point clouds with a density of about 2,000 points m ?2 and the extraction of metrics related to the height of sugarcane plants. The influence of vibration in the dataset was more significant in one of the experimental fields due the high-amplitude spectral power observed.
机译:与平台上的LiDAR(光检测和测距)技术相关的激光传感器应用程序允许以无创方式评估作物和森林生物量。这项研究提出了基于LiDAR技术的测量系统的开发,该系统旨在对收获前期甘蔗植物的高度进行拟议的评估。激光传感器,GNSS(全球导航卫星系统)接收器和惯性单元组成了测量系统。该设备与用于数据采集的计算机集成在一起,并安装在农用拖拉机平台上。具有实时运动信号的GNSS接收器与激光传感器同步以获得点云,并与惯性单元同步以评估平台振动引起的振动强度。数据采集​​是在甘蔗收获前约10天进行的。采集和数据处理的开发步骤使得能够生成密度约为2,000点m 2的点云,并能够提取与甘蔗植物高度有关的度量。由于观察到高振幅频谱功率,因此在其中一个实验场中,数据集中的振动影响更为显着。

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